Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 4805 |
| Missing cells | 557 |
| Missing cells (%) | 0.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.6 MiB |
| Average record size in memory | 577.4 B |
Variable types
| Text | 4 |
|---|---|
| Numeric | 14 |
| Categorical | 3 |
52 Weeks High is highly overall correlated with 52 Weeks Low and 6 other fields | High correlation |
52 Weeks Low is highly overall correlated with 52 Weeks High and 6 other fields | High correlation |
Currency is highly overall correlated with EPS Annual and 1 other fields | High correlation |
EPS Annual is highly overall correlated with 52 Weeks High and 7 other fields | High correlation |
Market Cap (in M) is highly overall correlated with 52 Weeks High and 10 other fields | High correlation |
Performance (52 weeks) is highly overall correlated with Market Cap (in M) and 1 other fields | High correlation |
Price is highly overall correlated with 52 Weeks High and 7 other fields | High correlation |
Price 52 Weeks Ago is highly overall correlated with 52 Weeks High and 6 other fields | High correlation |
ROI Annual is highly overall correlated with 52 Weeks High and 6 other fields | High correlation |
Résultat net is highly overall correlated with 52 Weeks High and 7 other fields | High correlation |
Total assets is highly overall correlated with Market Cap (in M) and 2 other fields | High correlation |
Volume 1 month is highly overall correlated with Market Cap (in M) and 2 other fields | High correlation |
Volume 52 weeks is highly overall correlated with Market Cap (in M) and 2 other fields | High correlation |
Currency is highly imbalanced (91.1%) | Imbalance |
Performance (52 weeks) has 185 (3.9%) missing values | Missing |
Price 52 Weeks Ago has 161 (3.4%) missing values | Missing |
Total assets has 122 (2.5%) missing values | Missing |
Price is highly skewed (γ1 = 27.45390208) | Skewed |
Market Cap (in M) is highly skewed (γ1 = 25.01426029) | Skewed |
Volume 52 weeks is highly skewed (γ1 = 44.27546617) | Skewed |
Volume 1 month is highly skewed (γ1 = 27.57585096) | Skewed |
52 Weeks High is highly skewed (γ1 = 34.86382144) | Skewed |
52 Weeks Low is highly skewed (γ1 = 23.64047796) | Skewed |
Résultat net is highly skewed (γ1 = -69.25964521) | Skewed |
Price 52 Weeks Ago is highly skewed (γ1 = 34.11919126) | Skewed |
EPS Annual is highly skewed (γ1 = -37.60002799) | Skewed |
ROI Annual is highly skewed (γ1 = -52.80777134) | Skewed |
Ratio Debt/Equity (Annual) is highly skewed (γ1 = 35.10264842) | Skewed |
Symbol has unique values | Unique |
Company Name has unique values | Unique |
Market Cap (in M) has unique values | Unique |
Beta has unique values | Unique |
Ratio Debt/Equity (Annual) has 1023 (21.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-08-12 18:04:43.773150 |
|---|---|
| Analysis finished | 2024-08-12 18:05:04.408310 |
| Duration | 20.64 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
Symbol
Text
UNIQUE
| Distinct | 4805 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 284.7 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 3.637461 |
| Min length | 1 |
Characters and Unicode
| Total characters | 17478 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4805 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | TRNS |
|---|---|
| 2nd row | ACRV |
| 3rd row | COLM |
| 4th row | ZCMD |
| 5th row | MOVE |
| Value | Count | Frequency (%) |
| trns | 1 | < 0.1% |
| itri | 1 | < 0.1% |
| zcmd | 1 | < 0.1% |
| move | 1 | < 0.1% |
| nmih | 1 | < 0.1% |
| gnta | 1 | < 0.1% |
| allr | 1 | < 0.1% |
| rrbi | 1 | < 0.1% |
| hckt | 1 | < 0.1% |
| telo | 1 | < 0.1% |
| Other values (4795) | 4795 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 1259 | 7.2% |
| C | 1222 | 7.0% |
| T | 1162 | 6.6% |
| S | 1159 | 6.6% |
| R | 1138 | 6.5% |
| N | 1013 | 5.8% |
| L | 904 | 5.2% |
| I | 882 | 5.0% |
| E | 799 | 4.6% |
| M | 793 | 4.5% |
| Other values (16) | 7147 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17478 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 1259 | 7.2% |
| C | 1222 | 7.0% |
| T | 1162 | 6.6% |
| S | 1159 | 6.6% |
| R | 1138 | 6.5% |
| N | 1013 | 5.8% |
| L | 904 | 5.2% |
| I | 882 | 5.0% |
| E | 799 | 4.6% |
| M | 793 | 4.5% |
| Other values (16) | 7147 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17478 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 1259 | 7.2% |
| C | 1222 | 7.0% |
| T | 1162 | 6.6% |
| S | 1159 | 6.6% |
| R | 1138 | 6.5% |
| N | 1013 | 5.8% |
| L | 904 | 5.2% |
| I | 882 | 5.0% |
| E | 799 | 4.6% |
| M | 793 | 4.5% |
| Other values (16) | 7147 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17478 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 1259 | 7.2% |
| C | 1222 | 7.0% |
| T | 1162 | 6.6% |
| S | 1159 | 6.6% |
| R | 1138 | 6.5% |
| N | 1013 | 5.8% |
| L | 904 | 5.2% |
| I | 882 | 5.0% |
| E | 799 | 4.6% |
| M | 793 | 4.5% |
| Other values (16) | 7147 |
Company Name
Text
UNIQUE
| Distinct | 4805 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 360.2 KiB |
Length
| Max length | 55 |
|---|---|
| Median length | 40 |
| Mean length | 19.7282 |
| Min length | 2 |
Characters and Unicode
| Total characters | 94794 |
|---|---|
| Distinct characters | 74 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4805 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Transcat Inc |
|---|---|
| 2nd row | Acrivon Therapeutics Inc |
| 3rd row | Columbia Sportswear Co |
| 4th row | Zhongchao Inc |
| 5th row | Movano Inc |
| Value | Count | Frequency (%) |
| inc | 3004 | 20.6% |
| corp | 879 | 6.0% |
| ltd | 405 | 2.8% |
| holdings | 370 | 2.5% |
| group | 285 | 1.9% |
| co | 192 | 1.3% |
| therapeutics | 186 | 1.3% |
| financial | 123 | 0.8% |
| acquisition | 117 | 0.8% |
| technologies | 117 | 0.8% |
| Other values (5073) | 8938 |
Most occurring characters
| Value | Count | Frequency (%) |
| 9811 | 10.3% | |
| n | 8065 | 8.5% |
| e | 6343 | 6.7% |
| o | 6056 | 6.4% |
| c | 5691 | 6.0% |
| r | 5506 | 5.8% |
| i | 5395 | 5.7% |
| a | 5249 | 5.5% |
| t | 4372 | 4.6% |
| s | 3780 | 4.0% |
| Other values (64) | 34526 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 94794 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 9811 | 10.3% | |
| n | 8065 | 8.5% |
| e | 6343 | 6.7% |
| o | 6056 | 6.4% |
| c | 5691 | 6.0% |
| r | 5506 | 5.8% |
| i | 5395 | 5.7% |
| a | 5249 | 5.5% |
| t | 4372 | 4.6% |
| s | 3780 | 4.0% |
| Other values (64) | 34526 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 94794 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 9811 | 10.3% | |
| n | 8065 | 8.5% |
| e | 6343 | 6.7% |
| o | 6056 | 6.4% |
| c | 5691 | 6.0% |
| r | 5506 | 5.8% |
| i | 5395 | 5.7% |
| a | 5249 | 5.5% |
| t | 4372 | 4.6% |
| s | 3780 | 4.0% |
| Other values (64) | 34526 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 94794 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 9811 | 10.3% | |
| n | 8065 | 8.5% |
| e | 6343 | 6.7% |
| o | 6056 | 6.4% |
| c | 5691 | 6.0% |
| r | 5506 | 5.8% |
| i | 5395 | 5.7% |
| a | 5249 | 5.5% |
| t | 4372 | 4.6% |
| s | 3780 | 4.0% |
| Other values (64) | 34526 |
Price
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 3511 |
|---|---|
| Distinct (%) | 73.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.12111 |
| Minimum | 0.0503 |
|---|---|
| Maximum | 8506.24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 37.7 KiB |
Quantile statistics
| Minimum | 0.0503 |
|---|---|
| 5-th percentile | 0.58998 |
| Q1 | 3.17 |
| median | 12.51 |
| Q3 | 42.99 |
| 95-th percentile | 193.902 |
| Maximum | 8506.24 |
| Range | 8506.1897 |
| Interquartile range (IQR) | 39.82 |
Descriptive statistics
| Standard deviation | 176.12439 |
|---|---|
| Coefficient of variation (CV) | 3.5855132 |
| Kurtosis | 1166.8143 |
| Mean | 49.12111 |
| Median Absolute Deviation (MAD) | 11.22 |
| Skewness | 27.453902 |
| Sum | 236026.93 |
| Variance | 31019.801 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.16 | 9 | 0.2% |
| 1.4 | 8 | 0.2% |
| 1.06 | 8 | 0.2% |
| 1.65 | 8 | 0.2% |
| 1.04 | 8 | 0.2% |
| 1.02 | 8 | 0.2% |
| 1.01 | 8 | 0.2% |
| 1.51 | 7 | 0.1% |
| 1.1 | 7 | 0.1% |
| 11.45 | 7 | 0.1% |
| Other values (3501) | 4727 |
| Value | Count | Frequency (%) |
| 0.0503 | 1 | |
| 0.075 | 1 | |
| 0.076 | 1 | |
| 0.0766 | 1 | |
| 0.08 | 1 | |
| 0.0823 | 1 | |
| 0.092 | 1 | |
| 0.0933 | 1 | |
| 0.0945 | 1 | |
| 0.0978 | 1 |
| Value | Count | Frequency (%) |
| 8506.24 | 1 | |
| 3443.05 | 1 | |
| 3120.25 | 1 | |
| 1974.15 | 1 | |
| 1883.62 | 1 | |
| 1752.25 | 1 | |
| 1701.48 | 1 | |
| 1521.92 | 1 | |
| 1397.26 | 1 | |
| 1259.41 | 1 |
Market Cap (in M)
Real number (ℝ)
HIGH CORRELATION SKEWED UNIQUE
| Distinct | 4805 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11870.993 |
| Minimum | 0.135 |
|---|---|
| Maximum | 3287742.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 37.7 KiB |
Quantile statistics
| Minimum | 0.135 |
|---|---|
| 5-th percentile | 6.2142117 |
| Q1 | 85.490223 |
| median | 638.382 |
| Q3 | 3802.5471 |
| 95-th percentile | 40476.965 |
| Maximum | 3287742.5 |
| Range | 3287742.4 |
| Interquartile range (IQR) | 3717.0569 |
Descriptive statistics
| Standard deviation | 93276.996 |
|---|---|
| Coefficient of variation (CV) | 7.8575565 |
| Kurtosis | 741.20747 |
| Mean | 11870.993 |
| Median Absolute Deviation (MAD) | 624.163 |
| Skewness | 25.01426 |
| Sum | 57040120 |
| Variance | 8.700598 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1051.552692 | 1 | < 0.1% |
| 3770.713732 | 1 | < 0.1% |
| 7893.105333 | 1 | < 0.1% |
| 47815.4984 | 1 | < 0.1% |
| 825.177626 | 1 | < 0.1% |
| 7870.135782 | 1 | < 0.1% |
| 10427.22238 | 1 | < 0.1% |
| 22.537855 | 1 | < 0.1% |
| 565.240209 | 1 | < 0.1% |
| 57.36155484 | 1 | < 0.1% |
| Other values (4795) | 4795 |
| Value | Count | Frequency (%) |
| 0.135 | 1 | |
| 0.202462083 | 1 | |
| 0.290874472 | 1 | |
| 0.3662907246 | 1 | |
| 0.5117001326 | 1 | |
| 0.6849636886 | 1 | |
| 0.6859719465 | 1 | |
| 0.727851 | 1 | |
| 0.7453370722 | 1 | |
| 0.7492588667 | 1 |
| Value | Count | Frequency (%) |
| 3287742.486 | 1 | |
| 3017962.34 | 1 | |
| 2581647.096 | 1 | |
| 2024988.839 | 1 | |
| 1752130.051 | 1 | |
| 1309863.215 | 1 | |
| 847457.4806 | 1 | |
| 690133.0242 | 1 | |
| 638928.0644 | 1 | |
| 585534.9078 | 1 |
Beta
Real number (ℝ)
UNIQUE
| Distinct | 4805 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0494497 |
| Minimum | -9.529384 |
|---|---|
| Maximum | 19.570795 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 517 |
| Negative (%) | 10.8% |
| Memory size | 37.7 KiB |
Quantile statistics
| Minimum | -9.529384 |
|---|---|
| 5-th percentile | -0.30310412 |
| Q1 | 0.41528392 |
| median | 0.92064005 |
| Q3 | 1.552923 |
| 95-th percentile | 2.9410558 |
| Maximum | 19.570795 |
| Range | 29.100179 |
| Interquartile range (IQR) | 1.1376391 |
Descriptive statistics
| Standard deviation | 1.1880738 |
|---|---|
| Coefficient of variation (CV) | 1.1320922 |
| Kurtosis | 24.284736 |
| Mean | 1.0494497 |
| Median Absolute Deviation (MAD) | 0.56131525 |
| Skewness | 1.5885711 |
| Sum | 5042.6057 |
| Variance | 1.4115193 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.9319894 | 1 | < 0.1% |
| 0.64585286 | 1 | < 0.1% |
| -0.21069922 | 1 | < 0.1% |
| 0.886118 | 1 | < 0.1% |
| 1.289463 | 1 | < 0.1% |
| 0.93625027 | 1 | < 0.1% |
| 0.90106916 | 1 | < 0.1% |
| 0.8942454 | 1 | < 0.1% |
| 0.990637 | 1 | < 0.1% |
| 0.023227256 | 1 | < 0.1% |
| Other values (4795) | 4795 |
| Value | Count | Frequency (%) |
| -9.529384 | 1 | |
| -6.9775743 | 1 | |
| -6.976032 | 1 | |
| -5.8663783 | 1 | |
| -5.5417604 | 1 | |
| -5.3560877 | 1 | |
| -4.9759016 | 1 | |
| -4.6895614 | 1 | |
| -4.5976734 | 1 | |
| -4.5330396 | 1 |
| Value | Count | Frequency (%) |
| 19.570795 | 1 | |
| 15.053838 | 1 | |
| 11.313087 | 1 | |
| 10.333447 | 1 | |
| 9.652831 | 1 | |
| 9.578695 | 1 | |
| 8.625989 | 1 | |
| 8.4484005 | 1 | |
| 8.446643 | 1 | |
| 7.5607805 | 1 |
Volume 52 weeks
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 4803 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1498274.1 |
| Minimum | 156.57371 |
|---|---|
| Maximum | 4.6049593 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 37.7 KiB |
Quantile statistics
| Minimum | 156.57371 |
|---|---|
| 5-th percentile | 12500.644 |
| Q1 | 100336.11 |
| median | 401838.89 |
| Q3 | 1203606.4 |
| 95-th percentile | 5335564.4 |
| Maximum | 4.6049593 × 108 |
| Range | 4.6049577 × 108 |
| Interquartile range (IQR) | 1103270.3 |
Descriptive statistics
| Standard deviation | 7777385.8 |
|---|---|
| Coefficient of variation (CV) | 5.1908966 |
| Kurtosis | 2537.84 |
| Mean | 1498274.1 |
| Median Absolute Deviation (MAD) | 358117.46 |
| Skewness | 44.275466 |
| Sum | 7.1992069 × 109 |
| Variance | 6.048773 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 225453.9683 | 2 | < 0.1% |
| 6648.015873 | 2 | < 0.1% |
| 50909.83794 | 1 | < 0.1% |
| 10548.4127 | 1 | < 0.1% |
| 17894714.68 | 1 | < 0.1% |
| 198006.746 | 1 | < 0.1% |
| 246150 | 1 | < 0.1% |
| 1911584.524 | 1 | < 0.1% |
| 1397101.984 | 1 | < 0.1% |
| 371817.8571 | 1 | < 0.1% |
| Other values (4793) | 4793 |
| Value | Count | Frequency (%) |
| 156.5737052 | 1 | |
| 665.0873016 | 1 | |
| 777.7777778 | 1 | |
| 849.2063492 | 1 | |
| 935.059761 | 1 | |
| 1153.174603 | 1 | |
| 1188.095238 | 1 | |
| 1560.309524 | 1 | |
| 1729.063492 | 1 | |
| 1755.952381 | 1 |
| Value | Count | Frequency (%) |
| 460495926.5 | 1 | |
| 107475531.3 | 1 | |
| 60843084.92 | 1 | |
| 60546926.98 | 1 | |
| 56703451.59 | 1 | |
| 53449109.52 | 1 | |
| 53207215.08 | 1 | |
| 52205071.83 | 1 | |
| 49901964.06 | 1 | |
| 46498527.38 | 1 |
Volume 1 month
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 4741 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1695071.6 |
| Minimum | 4.5454545 |
|---|---|
| Maximum | 3.4773365 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 37.7 KiB |
Quantile statistics
| Minimum | 4.5454545 |
|---|---|
| 5-th percentile | 8743.4783 |
| Q1 | 84356.522 |
| median | 398626.09 |
| Q3 | 1263139.1 |
| 95-th percentile | 6650625.2 |
| Maximum | 3.4773365 × 108 |
| Range | 3.4773364 × 108 |
| Interquartile range (IQR) | 1178782.6 |
Descriptive statistics
| Standard deviation | 7113967.6 |
|---|---|
| Coefficient of variation (CV) | 4.1968538 |
| Kurtosis | 1201.7628 |
| Mean | 1695071.6 |
| Median Absolute Deviation (MAD) | 368900 |
| Skewness | 27.575851 |
| Sum | 8.1448188 × 109 |
| Variance | 5.0608535 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 52026.08696 | 3 | 0.1% |
| 81686.95652 | 3 | 0.1% |
| 1556.521739 | 2 | < 0.1% |
| 49795.65217 | 2 | < 0.1% |
| 4956.521739 | 2 | < 0.1% |
| 261339.1304 | 2 | < 0.1% |
| 217.3913043 | 2 | < 0.1% |
| 28521.73913 | 2 | < 0.1% |
| 10786.95652 | 2 | < 0.1% |
| 22382.6087 | 2 | < 0.1% |
| Other values (4731) | 4783 |
| Value | Count | Frequency (%) |
| 4.545454545 | 1 | |
| 65.2173913 | 1 | |
| 73.91304348 | 1 | |
| 139.1304348 | 1 | |
| 181.8181818 | 1 | |
| 182.6086957 | 1 | |
| 213.0434783 | 1 | |
| 217.3913043 | 2 | |
| 247.9130435 | 1 | |
| 362.3043478 | 1 |
| Value | Count | Frequency (%) |
| 347733646.8 | 1 | |
| 110366273.9 | 1 | |
| 108802565.2 | 1 | |
| 81539721.74 | 1 | |
| 78406543.48 | 1 | |
| 63759239.13 | 1 | |
| 60902782.61 | 1 | |
| 59622121.74 | 1 | |
| 58253669.57 | 1 | |
| 53438513.04 | 1 |
52 Weeks High
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 3694 |
|---|---|
| Distinct (%) | 76.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.16628 |
| Minimum | 0.87 |
|---|---|
| Maximum | 14400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 37.7 KiB |
Quantile statistics
| Minimum | 0.87 |
|---|---|
| 5-th percentile | 2.372 |
| Q1 | 8.6615 |
| median | 20.99 |
| Q3 | 58.49 |
| 95-th percentile | 242.264 |
| Maximum | 14400 |
| Range | 14399.13 |
| Interquartile range (IQR) | 49.8285 |
Descriptive statistics
| Standard deviation | 281.92669 |
|---|---|
| Coefficient of variation (CV) | 4.2608817 |
| Kurtosis | 1588.3171 |
| Mean | 66.16628 |
| Median Absolute Deviation (MAD) | 16.145 |
| Skewness | 34.863821 |
| Sum | 317928.98 |
| Variance | 79482.658 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.05 | 8 | 0.2% |
| 14 | 8 | 0.2% |
| 13 | 8 | 0.2% |
| 12 | 7 | 0.1% |
| 3.6 | 7 | 0.1% |
| 2.1 | 7 | 0.1% |
| 4 | 7 | 0.1% |
| 2.08 | 6 | 0.1% |
| 3.5 | 6 | 0.1% |
| 2.5 | 6 | 0.1% |
| Other values (3684) | 4735 |
| Value | Count | Frequency (%) |
| 0.87 | 1 | |
| 0.8999 | 2 | |
| 0.9039 | 1 | |
| 0.909 | 1 | |
| 0.93 | 1 | |
| 0.94 | 1 | |
| 0.98 | 2 | |
| 0.99 | 1 | |
| 1.01 | 1 | |
| 1.02 | 1 |
| Value | Count | Frequency (%) |
| 14400 | 1 | |
| 8700 | 1 | |
| 4144.32 | 1 | |
| 3242.54 | 1 | |
| 2173.01 | 1 | |
| 1905.09 | 1 | |
| 1899.21 | 1 | |
| 1759.76 | 1 | |
| 1670.24 | 1 | |
| 1535.86 | 1 |
52 Weeks Low
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 3455 |
|---|---|
| Distinct (%) | 71.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.938927 |
| Minimum | 0.0004 |
|---|---|
| Maximum | 5210.49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 37.7 KiB |
Quantile statistics
| Minimum | 0.0004 |
|---|---|
| 5-th percentile | 0.42 |
| Q1 | 2.06 |
| median | 9.96 |
| Q3 | 31.13 |
| 95-th percentile | 140.576 |
| Maximum | 5210.49 |
| Range | 5210.4896 |
| Interquartile range (IQR) | 29.07 |
Descriptive statistics
| Standard deviation | 117.92687 |
|---|---|
| Coefficient of variation (CV) | 3.3752287 |
| Kurtosis | 874.98318 |
| Mean | 34.938927 |
| Median Absolute Deviation (MAD) | 8.895 |
| Skewness | 23.640478 |
| Sum | 167881.54 |
| Variance | 13906.746 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.75 | 13 | 0.3% |
| 1 | 11 | 0.2% |
| 0.65 | 10 | 0.2% |
| 0.7 | 9 | 0.2% |
| 1.21 | 9 | 0.2% |
| 1.1 | 9 | 0.2% |
| 1.04 | 9 | 0.2% |
| 1.5 | 9 | 0.2% |
| 1.03 | 8 | 0.2% |
| 1.42 | 8 | 0.2% |
| Other values (3445) | 4710 |
| Value | Count | Frequency (%) |
| 0.0004 | 1 | |
| 0.0131 | 1 | |
| 0.038 | 1 | |
| 0.048 | 1 | |
| 0.056 | 1 | |
| 0.064 | 1 | |
| 0.07 | 1 | |
| 0.0712 | 1 | |
| 0.0734 | 1 | |
| 0.0767 | 1 |
| Value | Count | Frequency (%) |
| 5210.49 | 1 | |
| 2735.3 | 1 | |
| 2379.02 | 1 | |
| 1401.0101 | 1 | |
| 1295.65 | 1 | |
| 1274.91 | 1 | |
| 1141.04 | 1 | |
| 930.72 | 1 | |
| 860.1 | 1 | |
| 811.99 | 1 |
Exchange
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 292.5 KiB |
| NASDAQ | |
|---|---|
| NYSE |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.2990635 |
| Min length | 4 |
Characters and Unicode
| Total characters | 25462 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NASDAQ |
|---|---|
| 2nd row | NASDAQ |
| 3rd row | NASDAQ |
| 4th row | NASDAQ |
| 5th row | NASDAQ |
Common Values
| Value | Count | Frequency (%) |
| NASDAQ | 3121 | |
| NYSE | 1684 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| nasdaq | 3121 | |
| nyse | 1684 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 6242 | |
| N | 4805 | |
| S | 4805 | |
| D | 3121 | |
| Q | 3121 | |
| Y | 1684 | 6.6% |
| E | 1684 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 25462 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 6242 | |
| N | 4805 | |
| S | 4805 | |
| D | 3121 | |
| Q | 3121 | |
| Y | 1684 | 6.6% |
| E | 1684 | 6.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 25462 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 6242 | |
| N | 4805 | |
| S | 4805 | |
| D | 3121 | |
| Q | 3121 | |
| Y | 1684 | 6.6% |
| E | 1684 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 25462 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 6242 | |
| N | 4805 | |
| S | 4805 | |
| D | 3121 | |
| Q | 3121 | |
| Y | 1684 | 6.6% |
| E | 1684 | 6.6% |
Performance (52 weeks)
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 4612 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 185 |
| Missing (%) | 3.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.014001744 |
| Minimum | -0.99985424 |
|---|---|
| Maximum | 33.280986 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2412 |
| Negative (%) | 50.2% |
| Memory size | 37.7 KiB |
Quantile statistics
| Minimum | -0.99985424 |
|---|---|
| 5-th percentile | -0.86474502 |
| Q1 | -0.37402251 |
| median | -0.021960292 |
| Q3 | 0.2191771 |
| 95-th percentile | 0.79509746 |
| Maximum | 33.280986 |
| Range | 34.28084 |
| Interquartile range (IQR) | 0.59319961 |
Descriptive statistics
| Standard deviation | 0.79478758 |
|---|---|
| Coefficient of variation (CV) | -56.763471 |
| Kurtosis | 678.35888 |
| Mean | -0.014001744 |
| Median Absolute Deviation (MAD) | 0.28356284 |
| Skewness | 17.666075 |
| Sum | -64.688057 |
| Variance | 0.6316873 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.07029265643 | 2 | < 0.1% |
| 0.387608379 | 2 | < 0.1% |
| -0.8042474026 | 2 | < 0.1% |
| -0.1670839982 | 2 | < 0.1% |
| -0.06056350255 | 2 | < 0.1% |
| -0.47592853 | 2 | < 0.1% |
| -0.5009512193 | 2 | < 0.1% |
| -0.7109845435 | 2 | < 0.1% |
| -0.02673067647 | 1 | < 0.1% |
| 0.02221718028 | 1 | < 0.1% |
| Other values (4602) | 4602 | |
| (Missing) | 185 | 3.9% |
| Value | Count | Frequency (%) |
| -0.9998542374 | 1 | |
| -0.9994216567 | 1 | |
| -0.9992965079 | 1 | |
| -0.9982727312 | 1 | |
| -0.9979352051 | 1 | |
| -0.9973795645 | 1 | |
| -0.9973444564 | 1 | |
| -0.9966251513 | 1 | |
| -0.9965653988 | 1 | |
| -0.9964575223 | 1 |
| Value | Count | Frequency (%) |
| 33.28098556 | 1 | |
| 8.725687571 | 1 | |
| 7.564530876 | 1 | |
| 7.492914449 | 1 | |
| 6.921500924 | 1 | |
| 5.897939474 | 1 | |
| 5.736607268 | 1 | |
| 5.64065769 | 1 | |
| 5.450054284 | 1 | |
| 5.299123385 | 1 |
Country
Text
| Distinct | 52 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 277.0 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 9610 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | US |
|---|---|
| 2nd row | US |
| 3rd row | US |
| 4th row | CN |
| 5th row | US |
| Value | Count | Frequency (%) |
| us | 4012 | |
| cn | 204 | 4.2% |
| il | 86 | 1.8% |
| gb | 65 | 1.4% |
| ca | 57 | 1.2% |
| hk | 51 | 1.1% |
| sg | 46 | 1.0% |
| bm | 32 | 0.7% |
| ie | 31 | 0.6% |
| ky | 25 | 0.5% |
| Other values (42) | 196 | 4.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 4068 | |
| U | 4042 | |
| C | 290 | 3.0% |
| N | 220 | 2.3% |
| G | 130 | 1.4% |
| I | 128 | 1.3% |
| L | 114 | 1.2% |
| B | 110 | 1.1% |
| K | 85 | 0.9% |
| A | 77 | 0.8% |
| Other values (15) | 346 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9610 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 4068 | |
| U | 4042 | |
| C | 290 | 3.0% |
| N | 220 | 2.3% |
| G | 130 | 1.4% |
| I | 128 | 1.3% |
| L | 114 | 1.2% |
| B | 110 | 1.1% |
| K | 85 | 0.9% |
| A | 77 | 0.8% |
| Other values (15) | 346 | 3.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9610 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 4068 | |
| U | 4042 | |
| C | 290 | 3.0% |
| N | 220 | 2.3% |
| G | 130 | 1.4% |
| I | 128 | 1.3% |
| L | 114 | 1.2% |
| B | 110 | 1.1% |
| K | 85 | 0.9% |
| A | 77 | 0.8% |
| Other values (15) | 346 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9610 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 4068 | |
| U | 4042 | |
| C | 290 | 3.0% |
| N | 220 | 2.3% |
| G | 130 | 1.4% |
| I | 128 | 1.3% |
| L | 114 | 1.2% |
| B | 110 | 1.1% |
| K | 85 | 0.9% |
| A | 77 | 0.8% |
| Other values (15) | 346 | 3.6% |
Résultat net
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 4761 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.1420088 × 1010 |
| Minimum | -5.7899787 × 1013 |
|---|---|
| Maximum | 9.3358398 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2283 |
| Negative (%) | 47.5% |
| Memory size | 37.7 KiB |
Quantile statistics
| Minimum | -5.7899787 × 1013 |
|---|---|
| 5-th percentile | -2.94 × 108 |
| Q1 | -36380000 |
| median | 1855000 |
| Q3 | 1.30231 × 108 |
| 95-th percentile | 1.885572 × 109 |
| Maximum | 9.3358398 × 1011 |
| Range | 5.8833371 × 1013 |
| Interquartile range (IQR) | 1.66611 × 108 |
Descriptive statistics
| Standard deviation | 8.3575146 × 1011 |
|---|---|
| Coefficient of variation (CV) | -73.182573 |
| Kurtosis | 4798.292 |
| Mean | -1.1420088 × 1010 |
| Median Absolute Deviation (MAD) | 64891000 |
| Skewness | -69.259645 |
| Sum | -5.4827845 × 1013 |
| Variance | 6.984805 × 1023 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 714000000 | 3 | 0.1% |
| 1052000000 | 3 | 0.1% |
| 75000000 | 2 | < 0.1% |
| -35390000 | 2 | < 0.1% |
| -7000000 | 2 | < 0.1% |
| 4487000064 | 2 | < 0.1% |
| -1122000 | 2 | < 0.1% |
| 1560000000 | 2 | < 0.1% |
| 576499968 | 2 | < 0.1% |
| 206000000 | 2 | < 0.1% |
| Other values (4751) | 4779 | |
| (Missing) | 4 | 0.1% |
| Value | Count | Frequency (%) |
| -5.789978722 × 1013 | 1 | |
| -2.160125542 × 1010 | 1 | |
| -1.176899994 × 1010 | 1 | |
| -9406706688 | 1 | |
| -7966970880 | 1 | |
| -6808999936 | 1 | |
| -6541000192 | 1 | |
| -5866999808 | 1 | |
| -5810999808 | 1 | |
| -5791000064 | 1 |
| Value | Count | Frequency (%) |
| 9.335839785 × 1011 | 1 | |
| 1.224190525 × 1011 | 1 | |
| 1.019560018 × 1011 | 1 | |
| 8.813599949 × 1010 | 1 | |
| 8.765699686 × 1010 | 1 | |
| 7.992333926 × 1010 | 1 | |
| 7.974100173 × 1010 | 1 | |
| 5.221699994 × 1010 | 1 | |
| 5.143400038 × 1010 | 1 | |
| 4.441899827 × 1010 | 1 |
Sector
Categorical
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 329.6 KiB |
| Healthcare | |
|---|---|
| Financial Services | |
| Technology | |
| Industrials | |
| Consumer Cyclical | |
| Other values (6) |
Length
| Max length | 22 |
|---|---|
| Median length | 18 |
| Mean length | 13.210198 |
| Min length | 6 |
Characters and Unicode
| Total characters | 63475 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Industrials |
|---|---|
| 2nd row | Healthcare |
| 3rd row | Consumer Cyclical |
| 4th row | Healthcare |
| 5th row | Healthcare |
Common Values
| Value | Count | Frequency (%) |
| Healthcare | 1052 | |
| Financial Services | 829 | |
| Technology | 711 | |
| Industrials | 574 | |
| Consumer Cyclical | 536 | |
| Real Estate | 244 | 5.1% |
| Consumer Defensive | 215 | 4.5% |
| Communication Services | 210 | 4.4% |
| Energy | 183 | 3.8% |
| Basic Materials | 161 | 3.4% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| healthcare | 1052 | |
| services | 1039 | |
| financial | 829 | |
| consumer | 751 | |
| technology | 711 | |
| industrials | 574 | |
| cyclical | 536 | |
| real | 244 | 3.5% |
| estate | 244 | 3.5% |
| defensive | 215 | 3.1% |
| Other values (5) | 805 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 7211 | 11.4% |
| a | 6053 | 9.5% |
| c | 5074 | 8.0% |
| i | 5034 | 7.9% |
| l | 4733 | 7.5% |
| n | 4512 | 7.1% |
| s | 3809 | 6.0% |
| r | 3760 | 5.9% |
| t | 2665 | 4.2% |
| o | 2593 | 4.1% |
| Other values (21) | 18031 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 63475 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 7211 | 11.4% |
| a | 6053 | 9.5% |
| c | 5074 | 8.0% |
| i | 5034 | 7.9% |
| l | 4733 | 7.5% |
| n | 4512 | 7.1% |
| s | 3809 | 6.0% |
| r | 3760 | 5.9% |
| t | 2665 | 4.2% |
| o | 2593 | 4.1% |
| Other values (21) | 18031 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 63475 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 7211 | 11.4% |
| a | 6053 | 9.5% |
| c | 5074 | 8.0% |
| i | 5034 | 7.9% |
| l | 4733 | 7.5% |
| n | 4512 | 7.1% |
| s | 3809 | 6.0% |
| r | 3760 | 5.9% |
| t | 2665 | 4.2% |
| o | 2593 | 4.1% |
| Other values (21) | 18031 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 63475 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 7211 | 11.4% |
| a | 6053 | 9.5% |
| c | 5074 | 8.0% |
| i | 5034 | 7.9% |
| l | 4733 | 7.5% |
| n | 4512 | 7.1% |
| s | 3809 | 6.0% |
| r | 3760 | 5.9% |
| t | 2665 | 4.2% |
| o | 2593 | 4.1% |
| Other values (21) | 18031 |
Industry
Text
| Distinct | 144 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 358.9 KiB |
Length
| Max length | 40 |
|---|---|
| Median length | 32 |
| Mean length | 19.469095 |
| Min length | 4 |
Characters and Unicode
| Total characters | 93549 |
|---|---|
| Distinct characters | 48 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Industrial Distribution |
|---|---|
| 2nd row | Biotechnology |
| 3rd row | Apparel Manufacturing |
| 4th row | Health Information Services |
| 5th row | Medical Devices |
| Value | Count | Frequency (%) |
| 2336 | 18.8% | |
| biotechnology | 602 | 4.8% |
| services | 466 | 3.7% |
| software | 366 | 2.9% |
| banks | 326 | 2.6% |
| regional | 321 | 2.6% |
| specialty | 305 | 2.4% |
| medical | 241 | 1.9% |
| application | 217 | 1.7% |
| equipment | 200 | 1.6% |
| Other values (189) | 7078 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8911 | 9.5% |
| 7653 | 8.2% | |
| i | 7011 | 7.5% |
| t | 6307 | 6.7% |
| a | 6163 | 6.6% |
| n | 6088 | 6.5% |
| o | 5518 | 5.9% |
| r | 4782 | 5.1% |
| s | 4624 | 4.9% |
| c | 4357 | 4.7% |
| Other values (38) | 32135 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 93549 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 8911 | 9.5% |
| 7653 | 8.2% | |
| i | 7011 | 7.5% |
| t | 6307 | 6.7% |
| a | 6163 | 6.6% |
| n | 6088 | 6.5% |
| o | 5518 | 5.9% |
| r | 4782 | 5.1% |
| s | 4624 | 4.9% |
| c | 4357 | 4.7% |
| Other values (38) | 32135 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 93549 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 8911 | 9.5% |
| 7653 | 8.2% | |
| i | 7011 | 7.5% |
| t | 6307 | 6.7% |
| a | 6163 | 6.6% |
| n | 6088 | 6.5% |
| o | 5518 | 5.9% |
| r | 4782 | 5.1% |
| s | 4624 | 4.9% |
| c | 4357 | 4.7% |
| Other values (38) | 32135 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 93549 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 8911 | 9.5% |
| 7653 | 8.2% | |
| i | 7011 | 7.5% |
| t | 6307 | 6.7% |
| a | 6163 | 6.6% |
| n | 6088 | 6.5% |
| o | 5518 | 5.9% |
| r | 4782 | 5.1% |
| s | 4624 | 4.9% |
| c | 4357 | 4.7% |
| Other values (38) | 32135 |
Price 52 Weeks Ago
Real number (ℝ)
HIGH CORRELATION MISSING SKEWED
| Distinct | 3693 |
|---|---|
| Distinct (%) | 79.5% |
| Missing | 161 |
| Missing (%) | 3.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.951347 |
| Minimum | 0.30000001 |
|---|---|
| Maximum | 11250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 37.7 KiB |
Quantile statistics
| Minimum | 0.30000001 |
|---|---|
| 5-th percentile | 1.4400001 |
| Q1 | 5.9487499 |
| median | 15.135293 |
| Q3 | 44.238011 |
| 95-th percentile | 178.88187 |
| Maximum | 11250 |
| Range | 11249.7 |
| Interquartile range (IQR) | 38.289261 |
Descriptive statistics
| Standard deviation | 222.40588 |
|---|---|
| Coefficient of variation (CV) | 4.4524501 |
| Kurtosis | 1532.3102 |
| Mean | 49.951347 |
| Median Absolute Deviation (MAD) | 12.180719 |
| Skewness | 34.119191 |
| Sum | 231974.06 |
| Variance | 49464.377 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.220000029 | 8 | 0.2% |
| 2.049999952 | 8 | 0.2% |
| 10.69999981 | 8 | 0.2% |
| 1.679999948 | 8 | 0.2% |
| 3.019999981 | 7 | 0.1% |
| 12 | 7 | 0.1% |
| 4.199999809 | 7 | 0.1% |
| 1.600000024 | 6 | 0.1% |
| 10.64000034 | 6 | 0.1% |
| 2.559999943 | 6 | 0.1% |
| Other values (3683) | 4573 | |
| (Missing) | 161 | 3.4% |
| Value | Count | Frequency (%) |
| 0.3000000119 | 1 | |
| 0.400000006 | 1 | |
| 0.4300000072 | 1 | |
| 0.4379999936 | 1 | |
| 0.4799999893 | 1 | |
| 0.5009999871 | 1 | |
| 0.5099999905 | 1 | |
| 0.5170000196 | 1 | |
| 0.5210062861 | 1 | |
| 0.5320000052 | 1 |
| Value | Count | Frequency (%) |
| 11250 | 1 | |
| 6156.72998 | 1 | |
| 3456 | 1 | |
| 3190.70166 | 1 | |
| 2483.830078 | 1 | |
| 1566.987183 | 1 | |
| 1506.199951 | 1 | |
| 1464.240601 | 1 | |
| 1330 | 1 | |
| 1239.800049 | 1 |
Currency
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 281.7 KiB |
| USD | |
|---|---|
| CNY | 109 |
| EUR | 33 |
| BRL | 12 |
| CAD | 11 |
| Other values (17) | 56 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 14415 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | USD |
|---|---|
| 2nd row | USD |
| 3rd row | USD |
| 4th row | USD |
| 5th row | USD |
Common Values
| Value | Count | Frequency (%) |
| USD | 4584 | |
| CNY | 109 | 2.3% |
| EUR | 33 | 0.7% |
| BRL | 12 | 0.2% |
| CAD | 11 | 0.2% |
| HKD | 10 | 0.2% |
| GBP | 9 | 0.2% |
| SGD | 6 | 0.1% |
| AUD | 6 | 0.1% |
| JPY | 5 | 0.1% |
| Other values (12) | 20 | 0.4% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| usd | 4584 | |
| cny | 109 | 2.3% |
| eur | 33 | 0.7% |
| brl | 12 | 0.2% |
| cad | 11 | 0.2% |
| hkd | 10 | 0.2% |
| gbp | 9 | 0.2% |
| sgd | 6 | 0.1% |
| aud | 6 | 0.1% |
| jpy | 5 | 0.1% |
| Other values (12) | 20 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 4623 | |
| D | 4619 | |
| S | 4591 | |
| C | 124 | 0.9% |
| N | 117 | 0.8% |
| Y | 117 | 0.8% |
| R | 53 | 0.4% |
| E | 36 | 0.2% |
| B | 21 | 0.1% |
| A | 18 | 0.1% |
| Other values (14) | 96 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14415 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| U | 4623 | |
| D | 4619 | |
| S | 4591 | |
| C | 124 | 0.9% |
| N | 117 | 0.8% |
| Y | 117 | 0.8% |
| R | 53 | 0.4% |
| E | 36 | 0.2% |
| B | 21 | 0.1% |
| A | 18 | 0.1% |
| Other values (14) | 96 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14415 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| U | 4623 | |
| D | 4619 | |
| S | 4591 | |
| C | 124 | 0.9% |
| N | 117 | 0.8% |
| Y | 117 | 0.8% |
| R | 53 | 0.4% |
| E | 36 | 0.2% |
| B | 21 | 0.1% |
| A | 18 | 0.1% |
| Other values (14) | 96 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14415 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| U | 4623 | |
| D | 4619 | |
| S | 4591 | |
| C | 124 | 0.9% |
| N | 117 | 0.8% |
| Y | 117 | 0.8% |
| R | 53 | 0.4% |
| E | 36 | 0.2% |
| B | 21 | 0.1% |
| A | 18 | 0.1% |
| Other values (14) | 96 | 0.7% |
Total assets
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 4671 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 122 |
| Missing (%) | 2.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6596032 × 108 |
| Minimum | 1024 |
|---|---|
| Maximum | 1.52041 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 37.7 KiB |
Quantile statistics
| Minimum | 1024 |
|---|---|
| 5-th percentile | 3502185 |
| Q1 | 17443900 |
| median | 49557400 |
| Q3 | 1.287695 × 108 |
| 95-th percentile | 5.9996702 × 108 |
| Maximum | 1.52041 × 1010 |
| Range | 1.5204099 × 1010 |
| Interquartile range (IQR) | 1.113256 × 108 |
Descriptive statistics
| Standard deviation | 5.4313698 × 108 |
|---|---|
| Coefficient of variation (CV) | 3.2726919 |
| Kurtosis | 221.45285 |
| Mean | 1.6596032 × 108 |
| Median Absolute Deviation (MAD) | 39449200 |
| Skewness | 12.271365 |
| Sum | 7.7719216 × 1011 |
| Variance | 2.9499778 × 1017 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 30000000 | 2 | < 0.1% |
| 46608800 | 2 | < 0.1% |
| 144976992 | 2 | < 0.1% |
| 21921800 | 2 | < 0.1% |
| 14000000 | 2 | < 0.1% |
| 132670000 | 2 | < 0.1% |
| 57145700 | 2 | < 0.1% |
| 37457200 | 2 | < 0.1% |
| 69067000 | 2 | < 0.1% |
| 116454000 | 2 | < 0.1% |
| Other values (4661) | 4663 | |
| (Missing) | 122 | 2.5% |
| Value | Count | Frequency (%) |
| 1024 | 1 | |
| 12443 | 1 | |
| 113809 | 1 | |
| 164495 | 1 | |
| 228025 | 1 | |
| 333008 | 1 | |
| 360600 | 1 | |
| 376141 | 1 | |
| 393449 | 1 | |
| 396368 | 1 |
| Value | Count | Frequency (%) |
| 1.52041001 × 1010 | 1 | |
| 1.049559962 × 1010 | 1 | |
| 8910760000 | 1 | |
| 8043539968 | 1 | |
| 7759580160 | 1 | |
| 7433039872 | 1 | |
| 7170240000 | 1 | |
| 6478000000 | 1 | |
| 6365200000 | 1 | |
| 5858999808 | 1 |
EPS Annual
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 4699 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 5 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -11.145506 |
| Minimum | -27482.559 |
|---|---|
| Maximum | 11880.286 |
| Zeros | 4 |
| Zeros (%) | 0.1% |
| Negative | 2226 |
| Negative (%) | 46.3% |
| Memory size | 37.7 KiB |
Quantile statistics
| Minimum | -27482.559 |
|---|---|
| 5-th percentile | -9.43599 |
| Q1 | -1.126725 |
| median | 0.1243 |
| Q3 | 2.19525 |
| 95-th percentile | 9.336315 |
| Maximum | 11880.286 |
| Range | 39362.844 |
| Interquartile range (IQR) | 3.321975 |
Descriptive statistics
| Standard deviation | 574.53815 |
|---|---|
| Coefficient of variation (CV) | -51.54886 |
| Kurtosis | 1840.7245 |
| Mean | -11.145506 |
| Median Absolute Deviation (MAD) | 1.59755 |
| Skewness | -37.600028 |
| Sum | -53498.431 |
| Variance | 330094.08 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4 | 0.1% |
| 0.6003 | 3 | 0.1% |
| -0.0212 | 3 | 0.1% |
| -0.0396 | 3 | 0.1% |
| 0.0198 | 3 | 0.1% |
| 0.3315 | 2 | < 0.1% |
| -3.5681 | 2 | < 0.1% |
| 0.2441 | 2 | < 0.1% |
| 0.0466 | 2 | < 0.1% |
| 1.8876 | 2 | < 0.1% |
| Other values (4689) | 4774 | |
| (Missing) | 5 | 0.1% |
| Value | Count | Frequency (%) |
| -27482.5587 | 1 | |
| -24710.4779 | 1 | |
| -5086.0393 | 1 | |
| -2997.8 | 1 | |
| -2181 | 1 | |
| -1952.8796 | 1 | |
| -1586.1632 | 1 | |
| -1564.215 | 1 | |
| -1018.2512 | 1 | |
| -1008.1846 | 1 |
| Value | Count | Frequency (%) |
| 11880.2857 | 1 | |
| 4380.6219 | 1 | |
| 2241.184 | 1 | |
| 788.6044 | 1 | |
| 463.3511 | 1 | |
| 201.4798 | 1 | |
| 149.2047 | 1 | |
| 133.0526 | 1 | |
| 117.4103 | 1 | |
| 92.8812 | 1 |
ROI Annual
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 3498 |
|---|---|
| Distinct (%) | 73.3% |
| Missing | 34 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -67.407553 |
| Minimum | -108880 |
|---|---|
| Maximum | 12633.08 |
| Zeros | 4 |
| Zeros (%) | 0.1% |
| Negative | 2174 |
| Negative (%) | 45.2% |
| Memory size | 37.7 KiB |
Quantile statistics
| Minimum | -108880 |
|---|---|
| 5-th percentile | -165.005 |
| Q1 | -26.735 |
| median | 1.31 |
| Q3 | 8.34 |
| 95-th percentile | 25.055 |
| Maximum | 12633.08 |
| Range | 121513.08 |
| Interquartile range (IQR) | 35.075 |
Descriptive statistics
| Standard deviation | 1765.5062 |
|---|---|
| Coefficient of variation (CV) | -26.191519 |
| Kurtosis | 3108.431 |
| Mean | -67.407553 |
| Median Absolute Deviation (MAD) | 10.76 |
| Skewness | -52.807771 |
| Sum | -321601.44 |
| Variance | 3117012.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.15 | 7 | 0.1% |
| 4.19 | 7 | 0.1% |
| 4.53 | 7 | 0.1% |
| 1.17 | 6 | 0.1% |
| 3.7 | 6 | 0.1% |
| 9.32 | 6 | 0.1% |
| 3.2 | 6 | 0.1% |
| 7.41 | 5 | 0.1% |
| 7.06 | 5 | 0.1% |
| 6.62 | 5 | 0.1% |
| Other values (3488) | 4711 | |
| (Missing) | 34 | 0.7% |
| Value | Count | Frequency (%) |
| -108880 | 1 | |
| -41952.85 | 1 | |
| -29104.88 | 1 | |
| -9780 | 1 | |
| -5196.477 | 1 | |
| -5033.59 | 1 | |
| -3715.82 | 1 | |
| -3645.8 | 1 | |
| -3304.87 | 1 | |
| -3184.29 | 1 |
| Value | Count | Frequency (%) |
| 12633.08 | 1 | |
| 2662.67 | 1 | |
| 1875.53 | 1 | |
| 1670 | 1 | |
| 1054.47 | 1 | |
| 737.69 | 1 | |
| 643.41 | 1 | |
| 445.65 | 1 | |
| 432.25 | 1 | |
| 307.73 | 1 |
Ratio Debt/Equity (Annual)
Real number (ℝ)
SKEWED ZEROS
| Distinct | 3285 |
|---|---|
| Distinct (%) | 69.0% |
| Missing | 46 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0707569 |
| Minimum | 0 |
|---|---|
| Maximum | 848.9286 |
| Zeros | 1023 |
| Zeros (%) | 21.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 37.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0077 |
| median | 0.3223 |
| Q3 | 1.05765 |
| 95-th percentile | 6.0336 |
| Maximum | 848.9286 |
| Range | 848.9286 |
| Interquartile range (IQR) | 1.04995 |
Descriptive statistics
| Standard deviation | 16.486894 |
|---|---|
| Coefficient of variation (CV) | 7.9617722 |
| Kurtosis | 1599.2902 |
| Mean | 2.0707569 |
| Median Absolute Deviation (MAD) | 0.3223 |
| Skewness | 35.102648 |
| Sum | 9854.7319 |
| Variance | 271.81769 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1023 | 21.3% |
| 0.0002 | 7 | 0.1% |
| 0.0005 | 6 | 0.1% |
| 0.004 | 6 | 0.1% |
| 0.0008 | 6 | 0.1% |
| 0.0001 | 6 | 0.1% |
| 0.0032 | 6 | 0.1% |
| 0.0006 | 5 | 0.1% |
| 0.0182 | 5 | 0.1% |
| 0.0004 | 5 | 0.1% |
| Other values (3275) | 3684 | |
| (Missing) | 46 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 1023 | |
| 0.0001 | 6 | 0.1% |
| 0.0002 | 7 | 0.1% |
| 0.0003 | 2 | < 0.1% |
| 0.0004 | 5 | 0.1% |
| 0.0005 | 6 | 0.1% |
| 0.0006 | 5 | 0.1% |
| 0.0007 | 2 | < 0.1% |
| 0.0008 | 6 | 0.1% |
| 0.0009 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 848.9286 | 1 | |
| 439.3673 | 1 | |
| 262.3333 | 1 | |
| 255.8918 | 1 | |
| 181.8148 | 1 | |
| 165.6711 | 1 | |
| 136.576 | 1 | |
| 114.4921 | 1 | |
| 102.7736 | 1 | |
| 99.25 | 1 |
| 52 Weeks High | 52 Weeks Low | Beta | Currency | EPS Annual | Exchange | Market Cap (in M) | Performance (52 weeks) | Price | Price 52 Weeks Ago | ROI Annual | Ratio Debt/Equity (Annual) | Résultat net | Sector | Total assets | Volume 1 month | Volume 52 weeks | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 52 Weeks High | 1.000 | 0.883 | -0.017 | 0.000 | 0.543 | 0.016 | 0.724 | 0.363 | 0.893 | 0.964 | 0.504 | 0.192 | 0.535 | 0.000 | 0.210 | 0.283 | 0.229 |
| 52 Weeks Low | 0.883 | 1.000 | -0.116 | 0.000 | 0.693 | 0.019 | 0.831 | 0.490 | 0.981 | 0.909 | 0.639 | 0.219 | 0.642 | 0.000 | 0.292 | 0.226 | 0.160 |
| Beta | -0.017 | -0.116 | 1.000 | 0.019 | -0.238 | 0.176 | 0.042 | -0.068 | -0.080 | -0.060 | -0.259 | -0.005 | -0.243 | 0.088 | 0.157 | 0.251 | 0.271 |
| Currency | 0.000 | 0.000 | 0.019 | 1.000 | 0.708 | 0.036 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.998 | 0.056 | 0.000 | 0.000 | 0.000 |
| EPS Annual | 0.543 | 0.693 | -0.238 | 0.708 | 1.000 | 0.025 | 0.589 | 0.401 | 0.670 | 0.583 | 0.848 | 0.165 | 0.836 | 0.015 | 0.242 | 0.113 | 0.069 |
| Exchange | 0.016 | 0.019 | 0.176 | 0.036 | 0.025 | 1.000 | 0.047 | 0.042 | 0.027 | 0.000 | 0.019 | 0.000 | 0.000 | 0.408 | 0.068 | 0.000 | 0.000 |
| Market Cap (in M) | 0.724 | 0.831 | 0.042 | 0.000 | 0.589 | 0.047 | 1.000 | 0.516 | 0.847 | 0.727 | 0.522 | 0.308 | 0.544 | 0.023 | 0.716 | 0.595 | 0.554 |
| Performance (52 weeks) | 0.363 | 0.490 | -0.068 | 0.000 | 0.401 | 0.042 | 0.516 | 1.000 | 0.582 | 0.249 | 0.368 | 0.094 | 0.387 | 0.015 | 0.207 | 0.078 | 0.044 |
| Price | 0.893 | 0.981 | -0.080 | 0.000 | 0.670 | 0.027 | 0.847 | 0.582 | 1.000 | 0.891 | 0.613 | 0.220 | 0.623 | 0.000 | 0.299 | 0.249 | 0.180 |
| Price 52 Weeks Ago | 0.964 | 0.909 | -0.060 | 0.000 | 0.583 | 0.000 | 0.727 | 0.249 | 0.891 | 1.000 | 0.548 | 0.214 | 0.561 | 0.020 | 0.214 | 0.269 | 0.206 |
| ROI Annual | 0.504 | 0.639 | -0.259 | 0.000 | 0.848 | 0.019 | 0.522 | 0.368 | 0.613 | 0.548 | 1.000 | 0.122 | 0.740 | 0.041 | 0.185 | 0.072 | 0.036 |
| Ratio Debt/Equity (Annual) | 0.192 | 0.219 | -0.005 | 0.000 | 0.165 | 0.000 | 0.308 | 0.094 | 0.220 | 0.214 | 0.122 | 1.000 | 0.174 | 0.014 | 0.278 | 0.252 | 0.239 |
| Résultat net | 0.535 | 0.642 | -0.243 | 0.998 | 0.836 | 0.000 | 0.544 | 0.387 | 0.623 | 0.561 | 0.740 | 0.174 | 1.000 | 0.000 | 0.214 | 0.146 | 0.109 |
| Sector | 0.000 | 0.000 | 0.088 | 0.056 | 0.015 | 0.408 | 0.023 | 0.015 | 0.000 | 0.020 | 0.041 | 0.014 | 0.000 | 1.000 | 0.043 | 0.000 | 0.015 |
| Total assets | 0.210 | 0.292 | 0.157 | 0.000 | 0.242 | 0.068 | 0.716 | 0.207 | 0.299 | 0.214 | 0.185 | 0.278 | 0.214 | 0.043 | 1.000 | 0.763 | 0.771 |
| Volume 1 month | 0.283 | 0.226 | 0.251 | 0.000 | 0.113 | 0.000 | 0.595 | 0.078 | 0.249 | 0.269 | 0.072 | 0.252 | 0.146 | 0.000 | 0.763 | 1.000 | 0.936 |
| Volume 52 weeks | 0.229 | 0.160 | 0.271 | 0.000 | 0.069 | 0.000 | 0.554 | 0.044 | 0.180 | 0.206 | 0.036 | 0.239 | 0.109 | 0.015 | 0.771 | 0.936 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| Symbol | Company Name | Price | Market Cap (in M) | Beta | Volume 52 weeks | Volume 1 month | 52 Weeks High | 52 Weeks Low | Exchange | Performance (52 weeks) | Country | Résultat net | Sector | Industry | Price 52 Weeks Ago | Currency | Total assets | EPS Annual | ROI Annual | Ratio Debt/Equity (Annual) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | TRNS | Transcat Inc | 116.2900 | 1051.552692 | 0.931989 | 5.090984e+04 | 7.298288e+04 | 147.115 | 84.450 | NASDAQ | 0.211360 | US | 15106000.0 | Industrials | Industrial Distribution | 96.050003 | USD | 2.553100e+07 | 1.6340 | 5.95 | 0.0185 |
| 1 | ACRV | Acrivon Therapeutics Inc | 7.1800 | 217.991134 | 0.711853 | 2.340076e+05 | 7.426779e+04 | 12.850 | 3.190 | NASDAQ | -0.381850 | US | -64118000.0 | Healthcare | Biotechnology | 11.600000 | USD | 1.320950e+08 | -2.7352 | -49.83 | 0.0000 |
| 2 | COLM | Columbia Sportswear Co | 81.8350 | 4781.357487 | 0.628373 | 4.619039e+05 | 5.568954e+05 | 87.230 | 66.010 | NASDAQ | 0.098148 | US | 227407008.0 | Consumer Cyclical | Apparel Manufacturing | 74.540024 | USD | 1.250472e+09 | 4.0929 | 12.97 | 0.0000 |
| 3 | ZCMD | Zhongchao Inc | 1.4900 | 12.008726 | -1.479883 | 3.614145e+05 | 1.164410e+06 | 12.000 | 1.000 | NASDAQ | -0.873369 | CN | -11335911.0 | Healthcare | Health Information Services | 11.700000 | USD | NaN | -4.3550 | -62.95 | 0.0000 |
| 4 | MOVE | Movano Inc | 0.3714 | 36.525224 | 1.216491 | 1.513081e+05 | 2.487234e+05 | 1.400 | 0.266 | NASDAQ | -0.715289 | US | -27907000.0 | Healthcare | Medical Devices | 1.300000 | USD | 3.505800e+07 | -0.6339 | -837.14 | 0.0142 |
| 5 | NMIH | NMI Holdings Inc | 37.2400 | 2955.058424 | 0.678791 | 5.305636e+05 | 5.543996e+05 | 42.000 | 25.640 | NASDAQ | 0.280151 | US | 348496992.0 | Financial Services | Insurance - Specialty | 29.110001 | USD | NaN | 3.8413 | 13.86 | 0.2064 |
| 6 | GNTA | Genenta Science SPA | 4.5635 | 81.703059 | -1.192499 | 5.514391e+03 | 2.803921e+04 | 6.100 | 2.200 | NASDAQ | -0.199875 | IT | -11645455.0 | Healthcare | Biotechnology | 5.700000 | EUR | NaN | -0.6393 | -57.00 | 0.0000 |
| 7 | ALLR | Allarity Therapeutics Inc | 0.1426 | 6.204360 | 3.290210 | 2.291709e+06 | 9.179877e+06 | 46.600 | 0.138 | NASDAQ | -0.996625 | US | -12823000.0 | Healthcare | Biotechnology | 41.599998 | USD | NaN | -119.6080 | -285.88 | 1.9720 |
| 8 | RRBI | Red River Bancshares Inc | 49.3300 | 341.050025 | 0.651340 | 9.616577e+03 | 1.154975e+04 | 58.000 | 42.780 | NASDAQ | -0.004805 | US | 32488000.0 | Financial Services | Banks - Regional | 49.567513 | USD | NaN | 4.8566 | 11.48 | 0.0000 |
| 9 | HCKT | Hackett Group Inc | 25.5550 | 711.356492 | 0.404137 | 9.765614e+04 | 1.270293e+05 | 27.680 | 20.230 | NASDAQ | 0.090217 | US | 34749000.0 | Technology | Information Technology Services | 23.445827 | USD | 5.962300e+07 | 1.2357 | 27.81 | 0.3631 |
| Symbol | Company Name | Price | Market Cap (in M) | Beta | Volume 52 weeks | Volume 1 month | 52 Weeks High | 52 Weeks Low | Exchange | Performance (52 weeks) | Country | Résultat net | Sector | Industry | Price 52 Weeks Ago | Currency | Total assets | EPS Annual | ROI Annual | Ratio Debt/Equity (Annual) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4795 | BOX | Box Inc | 27.51 | 4002.369571 | 0.410347 | 1.836657e+06 | 1.355296e+06 | 30.97 | 23.5650 | NYSE | -0.094119 | US | 1.070040e+08 | Technology | Software - Infrastructure | 30.360001 | USD | 144976992.0 | 0.8684 | 29.88 | 6.0758 |
| 4796 | NSC | Norfolk Southern Corp | 239.62 | 54177.227612 | 0.800947 | 1.256250e+06 | 1.239665e+06 | 263.66 | 183.0900 | NYSE | 0.137450 | US | 1.791000e+09 | Industrials | Railroads | 210.738556 | USD | 226096000.0 | 8.0343 | 6.10 | 1.3441 |
| 4797 | CPA | Copa Holdings SA | 88.12 | 3673.457144 | 1.182349 | 3.297429e+05 | 3.127565e+05 | 114.00 | 78.1200 | NYSE | -0.051162 | PA | 6.713850e+08 | Industrials | Airlines | 92.858147 | USD | 30748900.0 | 12.7796 | 13.29 | 0.8229 |
| 4798 | GPOR | Gulfport Energy Corp | 138.14 | 2501.311709 | 0.988221 | 2.022063e+05 | 2.470174e+05 | 165.13 | 108.8400 | NYSE | 0.212501 | US | 7.523250e+08 | Energy | Oil & Gas E&P | 113.989998 | USD | 18107100.0 | 77.8180 | 51.19 | 0.3025 |
| 4799 | BA | Boeing Co | 167.91 | 103460.627412 | 1.149939 | 7.051050e+06 | 6.611630e+06 | 267.54 | 159.7000 | NYSE | -0.288335 | US | -3.441000e+09 | Industrials | Aerospace & Defense | 235.720001 | USD | 616166976.0 | -3.6679 | 73.73 | 40.8466 |
| 4800 | IVZ | Invesco Ltd | 16.16 | 7272.524128 | 1.201363 | 4.633188e+06 | 4.554791e+06 | 18.28 | 12.4800 | NYSE | 0.027753 | US | -3.372000e+08 | Financial Services | Asset Management | 15.724797 | USD | 450032000.0 | -0.2131 | -0.42 | 0.5899 |
| 4801 | FBP | First BanCorp | 19.74 | 3285.271025 | 0.928211 | 1.117185e+06 | 1.213457e+06 | 22.12 | 12.7150 | NYSE | 0.347341 | PR | 3.108070e+08 | Financial Services | Banks - Regional | 14.663054 | USD | 163864992.0 | 1.7094 | 18.25 | 0.1080 |
| 4802 | SNDA | Sonida Senior Living Inc | 29.36 | 418.113320 | 0.884568 | 1.800198e+04 | 2.690000e+04 | 34.26 | 6.8900 | NYSE | 1.992714 | US | -2.302900e+07 | Healthcare | Medical Care Facilities | 9.840000 | USD | 14240900.0 | -3.1104 | -3.80 | 64.9138 |
| 4803 | COHR | Coherent Corp | 63.34 | 9656.880542 | 3.423148 | 2.326590e+06 | 2.209304e+06 | 80.91 | 28.4700 | NYSE | 0.403250 | US | -4.145670e+08 | Technology | Scientific & Technical Instruments | 45.180000 | USD | 152460992.0 | -1.8859 | -2.24 | 0.5989 |
| 4804 | TWLO | Twilio Inc | 60.41 | 9701.836400 | 1.528249 | 2.782786e+06 | 2.422213e+06 | 78.16 | 49.8561 | NYSE | -0.024610 | US | -5.943220e+08 | Technology | Software - Infrastructure | 61.930000 | USD | 160600000.0 | -5.5389 | -9.46 | 0.1034 |